Rice MSC

Dataset statistics

Number of variables	17
Number of observations	60827
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	112
Duplicate rows (%)	0.2%
Total size in memory	8.4 MiB
Average record size in memory	144.0 B

Variable types

Numeric	16
Categorical	1

Alerts

Dataset has 112 (0.2%) duplicate rows	Duplicates
`AREA` is highly overall correlated with `PERIMETER` and 3 other fields	High correlation
`PERIMETER` is highly overall correlated with `AREA` and 10 other fields	High correlation
`MAJOR_AXIS` is highly overall correlated with `PERIMETER` and 11 other fields	High correlation
`MINOR_AXIS` is highly overall correlated with `MAJOR_AXIS` and 9 other fields	High correlation
`ECCENTRICITY` is highly overall correlated with `PERIMETER` and 12 other fields	High correlation
`EQDIASQ` is highly overall correlated with `AREA` and 3 other fields	High correlation
`SOLIDITY` is highly overall correlated with `MAJOR_AXIS` and 6 other fields	High correlation
`CONVEX_AREA` is highly overall correlated with `AREA` and 4 other fields	High correlation
`EXTENT` is highly overall correlated with `MAJOR_AXIS` and 8 other fields	High correlation
`ASPECT_RATIO` is highly overall correlated with `PERIMETER` and 12 other fields	High correlation
`ROUNDNESS` is highly overall correlated with `PERIMETER` and 12 other fields	High correlation
`COMPACTNESS` is highly overall correlated with `PERIMETER` and 12 other fields	High correlation
`SHAPEFACTOR_1` is highly overall correlated with `MAJOR_AXIS` and 9 other fields	High correlation
`SHAPEFACTOR_2` is highly overall correlated with `PERIMETER` and 11 other fields	High correlation
`SHAPEFACTOR_3` is highly overall correlated with `PERIMETER` and 12 other fields	High correlation
`SHAPEFACTOR_4` is highly overall correlated with `ECCENTRICITY` and 5 other fields	High correlation
`CLASS` is highly overall correlated with `AREA` and 12 other fields	High correlation

Reproduction

Analysis started	2023-10-26 00:25:20.749359
Analysis finished	2023-10-26 00:26:05.276365
Duration	44.53 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

AREA
Real number (ℝ)

HIGH CORRELATION

Distinct	6929
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7201.6504

Minimum	3929
Maximum	12864
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	3929
5-th percentile	5143
Q1	6062
median	6986
Q3	7957
95-th percentile	10636
Maximum	12864
Range	8935
Interquartile range (IQR)	1895

Descriptive statistics

Standard deviation	1624.4442
Coefficient of variation (CV)	0.22556555
Kurtosis	1.8602346
Mean	7201.6504
Median Absolute Deviation (MAD)	948
Skewness	1.2240921
Sum	4.3805479 × 10⁸
Variance	2638819
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5156	38	0.1%
5016	34	0.1%
5154	31	0.1%
7633	31	0.1%
5157	31	0.1%
5101	30	< 0.1%
5055	30	< 0.1%
5168	30	< 0.1%
6844	30	< 0.1%
5143	30	< 0.1%
Other values (6919)	60512	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3929	1	< 0.1%
4029	1	< 0.1%
4267	1	< 0.1%
4339	1	< 0.1%
4429	1	< 0.1%
4583	1	< 0.1%
4616	1	< 0.1%
4666	1	< 0.1%
4707	1	< 0.1%
4804	1	< 0.1%

Value	Count	Frequency (%)
12864	2	< 0.1%
12863	2	< 0.1%
12862	1	< 0.1%
12861	4	< 0.1%
12860	1	< 0.1%
12859	1	< 0.1%
12858	5	< 0.1%
12857	2	< 0.1%
12856	3	< 0.1%
12855	3	< 0.1%

PERIMETER
Real number (ℝ)

HIGH CORRELATION

Distinct	45981
Distinct (%)	75.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	356.39262

Minimum	261.04
Maximum	523.891
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	261.04
5-th percentile	289.547
Q1	311.1765
median	336.407
Q3	411.21
95-th percentile	456.6429
Maximum	523.891
Range	262.851
Interquartile range (IQR)	100.0335

Descriptive statistics

Standard deviation	56.651825
Coefficient of variation (CV)	0.15895903
Kurtosis	-0.96756986
Mean	356.39262
Median Absolute Deviation (MAD)	32.983
Skewness	0.63166412
Sum	21678294
Variance	3209.4293
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
297.785	8	< 0.1%
301.209	8	< 0.1%
300.208	8	< 0.1%
302.664	8	< 0.1%
299.24	7	< 0.1%
292.31	7	< 0.1%
296.503	7	< 0.1%
293.832	7	< 0.1%
307.254	6	< 0.1%
309.9	6	< 0.1%
Other values (45971)	60755	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
261.04	1	< 0.1%
262.372	1	< 0.1%
263.267	1	< 0.1%
264.531	1	< 0.1%
264.556	1	< 0.1%
264.738	1	< 0.1%
264.869	1	< 0.1%
265.424	1	< 0.1%
265.441	1	< 0.1%
266.242	1	< 0.1%

Value	Count	Frequency (%)
523.891	1	< 0.1%
515.519	1	< 0.1%
512.011	1	< 0.1%
509.589	1	< 0.1%
509.458	1	< 0.1%
508.48	1	< 0.1%
508.096	1	< 0.1%
507.794	1	< 0.1%
506.675	1	< 0.1%
506.387	1	< 0.1%

MAJOR_AXIS
Real number (ℝ)

HIGH CORRELATION

Distinct	58519
Distinct (%)	96.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.48141

Minimum	96.9683
Maximum	247.6692
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	96.9683
5-th percentile	110.38851
Q1	124.8886
median	143.3373
Q3	187.0018
95-th percentile	215.0462
Maximum	247.6692
Range	150.7009
Interquartile range (IQR)	62.1132

Descriptive statistics

Standard deviation	34.719714
Coefficient of variation (CV)	0.22621446
Kurtosis	-0.96328964
Mean	153.48141
Median Absolute Deviation (MAD)	25.2605
Skewness	0.55843443
Sum	9335813.7
Variance	1205.4585
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
145.7455	4	< 0.1%
142.4949	4	< 0.1%
142.2209	3	< 0.1%
141.8145	3	< 0.1%
113.3817	3	< 0.1%
114.9189	3	< 0.1%
150.145	3	< 0.1%
138.914	3	< 0.1%
113.9787	3	< 0.1%
134.9148	3	< 0.1%
Other values (58509)	60795	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
96.9683	1	< 0.1%
98.3755	1	< 0.1%
98.6339	1	< 0.1%
98.9825	1	< 0.1%
99.1016	1	< 0.1%
99.4957	1	< 0.1%
99.5814	1	< 0.1%
99.6605	1	< 0.1%
99.6699	1	< 0.1%
99.7111	1	< 0.1%

Value	Count	Frequency (%)
247.6692	1	< 0.1%
245.8789	1	< 0.1%
244.8736	1	< 0.1%
244.2602	1	< 0.1%
243.8224	1	< 0.1%
243.2096	1	< 0.1%
243.0976	1	< 0.1%
242.6468	1	< 0.1%
241.9453	1	< 0.1%
241.6255	1	< 0.1%

MINOR_AXIS
Real number (ℝ)

HIGH CORRELATION

Distinct	54841
Distinct (%)	90.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	62.021146

Minimum	36.3274
Maximum	100.2168
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	36.3274
5-th percentile	44.63716
Q1	48.861
median	66.0172
Q3	72.632
95-th percentile	79.07978
Maximum	100.2168
Range	63.8894
Interquartile range (IQR)	23.771

Descriptive statistics

Standard deviation	12.64228
Coefficient of variation (CV)	0.20383821
Kurtosis	-1.3669915
Mean	62.021146
Median Absolute Deviation (MAD)	10.3724
Skewness	-0.041418923
Sum	3772560.2
Variance	159.82723
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
71.3638	5	< 0.1%
72.5395	5	< 0.1%
70.9164	4	< 0.1%
70.9436	4	< 0.1%
47.1964	4	< 0.1%
69.7109	4	< 0.1%
47.6609	4	< 0.1%
48.0686	4	< 0.1%
47.8165	4	< 0.1%
74.3875	4	< 0.1%
Other values (54831)	60785	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.3274	1	< 0.1%
36.5862	1	< 0.1%
36.6889	1	< 0.1%
36.8632	1	< 0.1%
36.9086	1	< 0.1%
37.0841	1	< 0.1%
37.2565	1	< 0.1%
37.5486	1	< 0.1%
37.5786	1	< 0.1%
37.6787	1	< 0.1%

Value	Count	Frequency (%)
100.2168	1	< 0.1%
97.2941	1	< 0.1%
96.5326	1	< 0.1%
95.5433	1	< 0.1%
95.5422	1	< 0.1%
95.5049	1	< 0.1%
95.3369	1	< 0.1%
95.0969	1	< 0.1%
94.9568	1	< 0.1%
94.7853	1	< 0.1%

ECCENTRICITY
Real number (ℝ)

HIGH CORRELATION

Distinct	2879
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.88485999

Minimum	0.6891
Maximum	0.9817
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	0.6891
5-th percentile	0.7489
Q1	0.827
median	0.8881
Q3	0.9547
95-th percentile	0.9748
Maximum	0.9817
Range	0.2926
Interquartile range (IQR)	0.1277

Descriptive statistics

Standard deviation	0.0776351
Coefficient of variation (CV)	0.087737157
Kurtosis	-1.0539845
Mean	0.88485999
Median Absolute Deviation (MAD)	0.0656
Skewness	-0.47561938
Sum	53823.378
Variance	0.0060272088
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9727	137	0.2%
0.9726	130	0.2%
0.969	120	0.2%
0.9735	117	0.2%
0.9725	116	0.2%
0.9722	115	0.2%
0.9718	112	0.2%
0.9711	112	0.2%
0.9731	112	0.2%
0.9734	110	0.2%
Other values (2869)	59646	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.6891	1	< 0.1%
0.6893	1	< 0.1%
0.6894	1	< 0.1%
0.6898	2	< 0.1%
0.6901	3	< 0.1%
0.6902	1	< 0.1%
0.6909	1	< 0.1%
0.691	1	< 0.1%
0.6911	2	< 0.1%
0.6914	1	< 0.1%

Value	Count	Frequency (%)
0.9817	9	< 0.1%
0.9816	11	< 0.1%
0.9815	11	< 0.1%
0.9814	5	< 0.1%
0.9813	13	< 0.1%
0.9812	10	< 0.1%
0.9811	12	< 0.1%
0.981	11	< 0.1%
0.9809	10	< 0.1%
0.9808	13	< 0.1%

EQDIASQ
Real number (ℝ)

HIGH CORRELATION

Distinct	6929
Distinct (%)	11.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	95.197653

Minimum	70.7288
Maximum	127.9803
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	70.7288
5-th percentile	80.9214
Q1	87.8543
median	94.3125
Q3	100.6537
95-th percentile	116.3709
Maximum	127.9803
Range	57.2515
Interquartile range (IQR)	12.7994

Descriptive statistics

Standard deviation	10.336079
Coefficient of variation (CV)	0.10857493
Kurtosis	0.92120725
Mean	95.197653
Median Absolute Deviation (MAD)	6.393
Skewness	0.88414899
Sum	5790587.7
Variance	106.83452
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
81.0236	38	0.1%
79.916	34	0.1%
81.0079	31	0.1%
98.5832	31	0.1%
81.0315	31	0.1%
80.5903	30	< 0.1%
80.2261	30	< 0.1%
81.1178	30	< 0.1%
93.3491	30	< 0.1%
80.9214	30	< 0.1%
Other values (6919)	60512	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
70.7288	1	< 0.1%
71.6232	1	< 0.1%
73.7083	1	< 0.1%
74.3276	1	< 0.1%
75.0945	1	< 0.1%
76.3889	1	< 0.1%
76.6634	1	< 0.1%
77.0775	1	< 0.1%
77.4154	1	< 0.1%
78.209	1	< 0.1%

Value	Count	Frequency (%)
127.9803	2	< 0.1%
127.9753	2	< 0.1%
127.9703	1	< 0.1%
127.9654	4	< 0.1%
127.9604	1	< 0.1%
127.9554	1	< 0.1%
127.9504	5	< 0.1%
127.9455	2	< 0.1%
127.9405	3	< 0.1%
127.9355	3	< 0.1%

SOLIDITY
Real number (ℝ)

HIGH CORRELATION

Distinct	378
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.97619979

Minimum	0.954
Maximum	0.9921
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	0.954
5-th percentile	0.9635
Q1	0.971
median	0.9764
Q3	0.9822
95-th percentile	0.9871
Maximum	0.9921
Range	0.0381
Interquartile range (IQR)	0.0112

Descriptive statistics

Standard deviation	0.0073544074
Coefficient of variation (CV)	0.0075337114
Kurtosis	-0.56200317
Mean	0.97619979
Median Absolute Deviation (MAD)	0.0056
Skewness	-0.29187068
Sum	59379.304
Variance	5.4087309 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9752	337	0.6%
0.9754	333	0.5%
0.9782	324	0.5%
0.9737	318	0.5%
0.9743	318	0.5%
0.9764	311	0.5%
0.9769	309	0.5%
0.9777	309	0.5%
0.9736	308	0.5%
0.9772	307	0.5%
Other values (368)	57653	94.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.954	7	< 0.1%
0.9541	8	< 0.1%
0.9542	8	< 0.1%
0.9543	6	< 0.1%
0.9544	2	< 0.1%
0.9545	5	< 0.1%
0.9546	13	< 0.1%
0.9547	11	< 0.1%
0.9548	9	< 0.1%
0.9549	11	< 0.1%

Value	Count	Frequency (%)
0.9921	1	< 0.1%
0.992	1	< 0.1%
0.9919	1	< 0.1%
0.9916	1	< 0.1%
0.9913	3	< 0.1%
0.9912	2	< 0.1%
0.9911	1	< 0.1%
0.991	2	< 0.1%
0.9909	5	< 0.1%
0.9908	3	< 0.1%

CONVEX_AREA
Real number (ℝ)

HIGH CORRELATION

Distinct	7181
Distinct (%)	11.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7377.8089

Minimum	4032
Maximum	13303
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	4032
5-th percentile	5286
Q1	6186
median	7141
Q3	8166
95-th percentile	10889
Maximum	13303
Range	9271
Interquartile range (IQR)	1980

Descriptive statistics

Standard deviation	1666.3659
Coefficient of variation (CV)	0.22586189
Kurtosis	1.789981
Mean	7377.8089
Median Absolute Deviation (MAD)	990
Skewness	1.218239
Sum	4.4876998 × 10⁸
Variance	2776775.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5249	36	0.1%
6967	30	< 0.1%
5252	30	< 0.1%
6869	30	< 0.1%
5254	29	< 0.1%
5374	29	< 0.1%
5365	29	< 0.1%
6697	29	< 0.1%
7862	29	< 0.1%
6950	29	< 0.1%
Other values (7171)	60527	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4032	1	< 0.1%
4136	1	< 0.1%
4363	1	< 0.1%
4444	1	< 0.1%
4545	1	< 0.1%
4661	1	< 0.1%
4708	1	< 0.1%
4758	1	< 0.1%
4844	1	< 0.1%
4941	1	< 0.1%

Value	Count	Frequency (%)
13303	1	< 0.1%
13294	2	< 0.1%
13291	1	< 0.1%
13290	1	< 0.1%
13287	1	< 0.1%
13286	2	< 0.1%
13283	1	< 0.1%
13278	1	< 0.1%
13272	1	< 0.1%
13268	1	< 0.1%

EXTENT
Real number (ℝ)

HIGH CORRELATION

Distinct	5402
Distinct (%)	8.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.63062191

Minimum	0.3109
Maximum	0.9017
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	0.3109
5-th percentile	0.3829
Q1	0.532
median	0.6627
Q3	0.7289
95-th percentile	0.7953
Maximum	0.9017
Range	0.5908
Interquartile range (IQR)	0.1969

Descriptive statistics

Standard deviation	0.12858262
Coefficient of variation (CV)	0.20389811
Kurtosis	-0.65975167
Mean	0.63062191
Median Absolute Deviation (MAD)	0.0824
Skewness	-0.60654797
Sum	38358.839
Variance	0.016533489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7106	43	0.1%
0.7138	40	0.1%
0.7002	38	0.1%
0.7063	37	0.1%
0.6889	37	0.1%
0.7264	37	0.1%
0.7059	37	0.1%
0.7155	37	0.1%
0.7259	36	0.1%
0.6862	36	0.1%
Other values (5392)	60449	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.3109	1	< 0.1%
0.3111	1	< 0.1%
0.3121	1	< 0.1%
0.3122	1	< 0.1%
0.3123	1	< 0.1%
0.3127	1	< 0.1%
0.3128	1	< 0.1%
0.3132	1	< 0.1%
0.3133	2	< 0.1%
0.3135	1	< 0.1%

Value	Count	Frequency (%)
0.9017	1	< 0.1%
0.899	1	< 0.1%
0.8888	1	< 0.1%
0.8872	1	< 0.1%
0.8838	1	< 0.1%
0.8816	1	< 0.1%
0.8813	1	< 0.1%
0.8794	1	< 0.1%
0.8791	1	< 0.1%
0.8779	1	< 0.1%

ASPECT_RATIO
Real number (ℝ)

HIGH CORRELATION

Distinct	24592
Distinct (%)	40.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.6498776

Minimum	1.3799
Maximum	5.2572
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	1.3799
5-th percentile	1.5089
Q1	1.77855
median	2.1756
Q3	3.3613
95-th percentile	4.48327
Maximum	5.2572
Range	3.8773
Interquartile range (IQR)	1.58275

Descriptive statistics

Standard deviation	1.0182856
Coefficient of variation (CV)	0.38427645
Kurtosis	-0.95605728
Mean	2.6498776
Median Absolute Deviation (MAD)	0.6435
Skewness	0.59733873
Sum	161184.1
Variance	1.0369055
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.526	16	< 0.1%
1.4943	15	< 0.1%
1.9264	14	< 0.1%
1.5968	14	< 0.1%
1.5498	14	< 0.1%
1.5521	13	< 0.1%
1.5354	13	< 0.1%
1.9701	13	< 0.1%
1.5483	13	< 0.1%
1.6599	13	< 0.1%
Other values (24582)	60689	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.3799	1	< 0.1%
1.3803	1	< 0.1%
1.3805	1	< 0.1%
1.3811	1	< 0.1%
1.3812	1	< 0.1%
1.3817	2	< 0.1%
1.3818	1	< 0.1%
1.382	1	< 0.1%
1.3832	1	< 0.1%
1.3833	1	< 0.1%

Value	Count	Frequency (%)
5.2572	1	< 0.1%
5.2524	1	< 0.1%
5.2519	1	< 0.1%
5.2513	2	< 0.1%
5.2509	1	< 0.1%
5.2504	1	< 0.1%
5.25	1	< 0.1%
5.2471	1	< 0.1%
5.2424	1	< 0.1%
5.2386	1	< 0.1%

ROUNDNESS
Real number (ℝ)

HIGH CORRELATION

Distinct	5112
Distinct (%)	8.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.72913595

Minimum	0.4214
Maximum	0.9679
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	0.4214
5-th percentile	0.4968
Q1	0.6059
median	0.7757
Q3	0.8593
95-th percentile	0.9244
Maximum	0.9679
Range	0.5465
Interquartile range (IQR)	0.2534

Descriptive statistics

Standard deviation	0.14761593
Coefficient of variation (CV)	0.20245323
Kurtosis	-1.3549373
Mean	0.72913595
Median Absolute Deviation (MAD)	0.1272
Skewness	-0.22766103
Sum	44351.153
Variance	0.021790462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9129	46	0.1%
0.8211	39	0.1%
0.9075	39	0.1%
0.8171	38	0.1%
0.8205	38	0.1%
0.914	38	0.1%
0.92	38	0.1%
0.9006	37	0.1%
0.814	37	0.1%
0.9164	37	0.1%
Other values (5102)	60440	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4214	1	< 0.1%
0.4247	1	< 0.1%
0.4276	1	< 0.1%
0.4287	1	< 0.1%
0.4294	1	< 0.1%
0.435	1	< 0.1%
0.4352	1	< 0.1%
0.4355	1	< 0.1%
0.4363	1	< 0.1%
0.4371	1	< 0.1%

Value	Count	Frequency (%)
0.9679	1	< 0.1%
0.9669	1	< 0.1%
0.9659	1	< 0.1%
0.9645	1	< 0.1%
0.9644	1	< 0.1%
0.9636	1	< 0.1%
0.9624	1	< 0.1%
0.9623	1	< 0.1%
0.9622	1	< 0.1%
0.9614	1	< 0.1%

COMPACTNESS
Real number (ℝ)

HIGH CORRELATION

Distinct	4110
Distinct (%)	6.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.64333224

Minimum	0.4312
Maximum	0.8492
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	0.4312
5-th percentile	0.4682
Q1	0.5403
median	0.674
Q3	0.7456
95-th percentile	0.8103
Maximum	0.8492
Range	0.418
Interquartile range (IQR)	0.2053

Descriptive statistics

Standard deviation	0.11832032
Coefficient of variation (CV)	0.1839179
Kurtosis	-1.4193176
Mean	0.64333224
Median Absolute Deviation (MAD)	0.1087
Skewness	-0.081325836
Sum	39131.97
Variance	0.013999697
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.7061	49	0.1%
0.7872	46	0.1%
0.7081	46	0.1%
0.7116	45	0.1%
0.7105	43	0.1%
0.7913	43	0.1%
0.4831	42	0.1%
0.7841	41	0.1%
0.563	41	0.1%
0.7117	41	0.1%
Other values (4100)	60390	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4312	1	< 0.1%
0.4316	1	< 0.1%
0.432	1	< 0.1%
0.4323	1	< 0.1%
0.4328	1	< 0.1%
0.433	1	< 0.1%
0.4331	2	< 0.1%
0.4333	1	< 0.1%
0.4334	1	< 0.1%
0.4337	1	< 0.1%

Value	Count	Frequency (%)
0.8492	1	< 0.1%
0.8488	1	< 0.1%
0.848	1	< 0.1%
0.8479	2	< 0.1%
0.8476	2	< 0.1%
0.8475	2	< 0.1%
0.8474	1	< 0.1%
0.8472	1	< 0.1%
0.8471	1	< 0.1%
0.847	1	< 0.1%

SHAPEFACTOR_1
Real number (ℝ)

HIGH CORRELATION

Distinct	217
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.021771005

Minimum	0.0131
Maximum	0.0357
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	0.0131
5-th percentile	0.0163
Q1	0.0177
median	0.0195
Q3	0.0266
95-th percentile	0.029
Maximum	0.0357
Range	0.0226
Interquartile range (IQR)	0.0089

Descriptive statistics

Standard deviation	0.0047027895
Coefficient of variation (CV)	0.2160116
Kurtosis	-1.4055417
Mean	0.021771005
Median Absolute Deviation (MAD)	0.0028
Skewness	0.36207503
Sum	1324.2649
Variance	2.2116229 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0179	1327	2.2%
0.0177	1321	2.2%
0.0176	1307	2.1%
0.018	1273	2.1%
0.0178	1273	2.1%
0.0175	1261	2.1%
0.0174	1247	2.1%
0.0181	1185	1.9%
0.0173	1164	1.9%
0.0182	1159	1.9%
Other values (207)	48310	79.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0131	1	< 0.1%
0.0134	2	< 0.1%
0.0135	5	< 0.1%
0.0136	1	< 0.1%
0.0137	2	< 0.1%
0.0138	10	< 0.1%
0.0139	17	< 0.1%
0.014	18	< 0.1%
0.0141	24	< 0.1%
0.0142	38	0.1%

Value	Count	Frequency (%)
0.0357	1	< 0.1%
0.0356	1	< 0.1%
0.0354	1	< 0.1%
0.0353	1	< 0.1%
0.0349	1	< 0.1%
0.0348	2	< 0.1%
0.0347	1	< 0.1%
0.0343	1	< 0.1%
0.0342	1	< 0.1%
0.0341	3	< 0.1%

SHAPEFACTOR_2
Real number (ℝ)

HIGH CORRELATION

Distinct	81
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0088236293

Minimum	0.0053
Maximum	0.0133
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	0.0053
5-th percentile	0.006
Q1	0.0069
median	0.009
Q3	0.0103
95-th percentile	0.0116
Maximum	0.0133
Range	0.008
Interquartile range (IQR)	0.0034

Descriptive statistics

Standard deviation	0.0018422249
Coefficient of variation (CV)	0.20878312
Kurtosis	-1.1184125
Mean	0.0088236293
Median Absolute Deviation (MAD)	0.0017
Skewness	-0.0526117
Sum	536.7149
Variance	3.3937926 × 10^-6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0091	2198	3.6%
0.009	2121	3.5%
0.0092	2073	3.4%
0.0089	1993	3.3%
0.0093	1964	3.2%
0.0088	1827	3.0%
0.0094	1582	2.6%
0.0087	1548	2.5%
0.0064	1500	2.5%
0.0065	1476	2.4%
Other values (71)	42545	69.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0053	8	< 0.1%
0.0054	23	< 0.1%
0.0055	67	0.1%
0.0056	180	0.3%
0.0057	385	0.6%
0.0058	604	1.0%
0.0059	870	1.4%
0.006	1147	1.9%
0.0061	1271	2.1%
0.0062	1350	2.2%

Value	Count	Frequency (%)
0.0133	1	< 0.1%
0.0132	1	< 0.1%
0.0131	2	< 0.1%
0.013	4	< 0.1%
0.0129	5	< 0.1%
0.0128	22	< 0.1%
0.0127	17	< 0.1%
0.0126	33	0.1%
0.0125	67	0.1%
0.0124	94	0.2%

SHAPEFACTOR_3
Real number (ℝ)

HIGH CORRELATION

Distinct	5197
Distinct (%)	8.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.42787595

Minimum	0.1859
Maximum	0.7212
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	0.1859
5-th percentile	0.2192
Q1	0.2919
median	0.4543
Q3	0.5559
95-th percentile	0.6566
Maximum	0.7212
Range	0.5353
Interquartile range (IQR)	0.264

Descriptive statistics

Standard deviation	0.15147225
Coefficient of variation (CV)	0.35400972
Kurtosis	-1.4083397
Mean	0.42787595
Median Absolute Deviation (MAD)	0.1431
Skewness	0.078041674
Sum	26026.411
Variance	0.022943841
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.2334	43	0.1%
0.2327	41	0.1%
0.3169	40	0.1%
0.2253	39	0.1%
0.3195	38	0.1%
0.2403	37	0.1%
0.228	37	0.1%
0.3122	37	0.1%
0.229	36	0.1%
0.3113	36	0.1%
Other values (5187)	60443	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1859	1	< 0.1%
0.1863	1	< 0.1%
0.1866	1	< 0.1%
0.1869	1	< 0.1%
0.1873	1	< 0.1%
0.1874	1	< 0.1%
0.1875	2	< 0.1%
0.1878	1	< 0.1%
0.1879	1	< 0.1%
0.1881	1	< 0.1%

Value	Count	Frequency (%)
0.7212	1	< 0.1%
0.7205	1	< 0.1%
0.7191	1	< 0.1%
0.7189	2	< 0.1%
0.7184	2	< 0.1%
0.7183	1	< 0.1%
0.7182	1	< 0.1%
0.718	1	< 0.1%
0.7177	1	< 0.1%
0.7175	2	< 0.1%

SHAPEFACTOR_4
Real number (ℝ)

HIGH CORRELATION

Distinct	311
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.98592459

Minimum	0.968
Maximum	0.999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	950.4 KiB

Quantile statistics

Minimum	0.968
5-th percentile	0.9738
Q1	0.9816
median	0.9865
Q3	0.991
95-th percentile	0.9956
Maximum	0.999
Range	0.031
Interquartile range (IQR)	0.0094

Descriptive statistics

Standard deviation	0.0065803712
Coefficient of variation (CV)	0.006674315
Kurtosis	-0.44539808
Mean	0.98592459
Median Absolute Deviation (MAD)	0.0047
Skewness	-0.40861811
Sum	59970.835
Variance	4.3301285 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9874	384	0.6%
0.9887	374	0.6%
0.9859	370	0.6%
0.9873	369	0.6%
0.9865	368	0.6%
0.9849	365	0.6%
0.9886	365	0.6%
0.9881	361	0.6%
0.9864	360	0.6%
0.9888	359	0.6%
Other values (301)	57152	94.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.968	31	0.1%
0.9681	31	0.1%
0.9682	23	< 0.1%
0.9683	34	0.1%
0.9684	30	< 0.1%
0.9685	32	0.1%
0.9686	36	0.1%
0.9687	39	0.1%
0.9688	33	0.1%
0.9689	31	0.1%

Value	Count	Frequency (%)
0.999	2	< 0.1%
0.9989	3	< 0.1%
0.9988	6	< 0.1%
0.9987	12	< 0.1%
0.9986	10	< 0.1%
0.9985	12	< 0.1%
0.9984	9	< 0.1%
0.9983	17	< 0.1%
0.9982	22	< 0.1%
0.9981	31	0.1%

CLASS
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	950.4 KiB

Arborio	14930
Karacadag	14859
Jasmine	14350
Basmati	13696
Ipsala	2992

Length

Max length	9
Median length	7
Mean length	7.4393773
Min length	6

Characters and Unicode

Total characters	452515
Distinct characters	20
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Basmati
2nd row	Arborio
3rd row	Jasmine
4th row	Basmati
5th row	Arborio

Common Values

Value	Count	Frequency (%)
Arborio	14930	24.5%
Karacadag	14859	24.4%
Jasmine	14350	23.6%
Basmati	13696	22.5%
Ipsala	2992	4.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
arborio	14930	24.5%
karacadag	14859	24.4%
jasmine	14350	23.6%
basmati	13696	22.5%
ipsala	2992	4.9%

Most occurring characters

Value	Count	Frequency (%)
a	107162	23.7%
r	44719	9.9%
i	42976	9.5%
s	31038	6.9%
o	29860	6.6%
m	28046	6.2%
A	14930	3.3%
b	14930	3.3%
K	14859	3.3%
c	14859	3.3%
Other values (10)	109136	24.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	391688	86.6%
Uppercase Letter	60827	13.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	107162	27.4%
r	44719	11.4%
i	42976	11.0%
s	31038	7.9%
o	29860	7.6%
m	28046	7.2%
b	14930	3.8%
c	14859	3.8%
d	14859	3.8%
g	14859	3.8%
Other values (5)	48380	12.4%

Uppercase Letter

Value	Count	Frequency (%)
A	14930	24.5%
K	14859	24.4%
J	14350	23.6%
B	13696	22.5%
I	2992	4.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	452515	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	107162	23.7%
r	44719	9.9%
i	42976	9.5%
s	31038	6.9%
o	29860	6.6%
m	28046	6.2%
A	14930	3.3%
b	14930	3.3%
K	14859	3.3%
c	14859	3.3%
Other values (10)	109136	24.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	452515	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	107162	23.7%
r	44719	9.9%
i	42976	9.5%
s	31038	6.9%
o	29860	6.6%
m	28046	6.2%
A	14930	3.3%
b	14930	3.3%
K	14859	3.3%
c	14859	3.3%
Other values (10)	109136	24.1%

Auto

Heatmap
Table

	AREA	PERIMETER	MAJOR_AXIS	MINOR_AXIS	ECCENTRICITY	EQDIASQ	SOLIDITY	CONVEX_AREA	EXTENT	ASPECT_RATIO	ROUNDNESS	COMPACTNESS	SHAPEFACTOR_1	SHAPEFACTOR_2	SHAPEFACTOR_3	SHAPEFACTOR_4	CLASS
AREA	1.000	0.739	0.483	0.440	0.131	1.000	-0.043	0.999	-0.019	0.131	-0.143	-0.132	-0.434	-0.493	-0.132	-0.011	0.669
PERIMETER	0.739	1.000	0.931	-0.217	0.738	0.739	-0.449	0.751	-0.420	0.738	-0.752	-0.740	0.225	-0.933	-0.740	-0.389	0.609
MAJOR_AXIS	0.483	0.931	1.000	-0.513	0.914	0.483	-0.513	0.497	-0.528	0.914	-0.914	-0.915	0.519	-0.999	-0.915	-0.472	0.691
MINOR_AXIS	0.440	-0.217	-0.513	1.000	-0.802	0.440	0.443	0.426	0.508	-0.802	0.782	0.801	-0.999	0.505	0.801	0.413	0.638
ECCENTRICITY	0.131	0.738	0.914	-0.802	1.000	0.131	-0.555	0.148	-0.600	1.000	-0.989	-1.000	0.805	-0.910	-1.000	-0.507	0.812
EQDIASQ	1.000	0.739	0.483	0.440	0.131	1.000	-0.043	0.999	-0.019	0.131	-0.143	-0.132	-0.434	-0.493	-0.132	-0.011	0.663
SOLIDITY	-0.043	-0.449	-0.513	0.443	-0.555	-0.043	1.000	-0.077	0.419	-0.555	0.635	0.565	-0.465	0.495	0.565	0.728	0.343
CONVEX_AREA	0.999	0.751	0.497	0.426	0.148	0.999	-0.077	1.000	-0.032	0.148	-0.163	-0.148	-0.419	-0.506	-0.148	-0.034	0.668
EXTENT	-0.019	-0.420	-0.528	0.508	-0.600	-0.019	0.419	-0.032	1.000	-0.600	0.615	0.601	-0.513	0.523	0.601	0.370	0.485
ASPECT_RATIO	0.131	0.738	0.914	-0.802	1.000	0.131	-0.555	0.148	-0.600	1.000	-0.989	-1.000	0.805	-0.910	-1.000	-0.507	0.836
ROUNDNESS	-0.143	-0.752	-0.914	0.782	-0.989	-0.143	0.635	-0.163	0.615	-0.989	1.000	0.991	-0.789	0.907	0.991	0.583	0.841
COMPACTNESS	-0.132	-0.740	-0.915	0.801	-1.000	-0.132	0.565	-0.148	0.601	-1.000	0.991	1.000	-0.805	0.910	1.000	0.522	0.831
SHAPEFACTOR_1	-0.434	0.225	0.519	-0.999	0.805	-0.434	-0.465	-0.419	-0.513	0.805	-0.789	-0.805	1.000	-0.510	-0.805	-0.446	0.609
SHAPEFACTOR_2	-0.493	-0.933	-0.999	0.505	-0.910	-0.493	0.495	-0.506	0.523	-0.910	0.907	0.910	-0.510	1.000	0.910	0.442	0.681
SHAPEFACTOR_3	-0.132	-0.740	-0.915	0.801	-1.000	-0.132	0.565	-0.148	0.601	-1.000	0.991	1.000	-0.805	0.910	1.000	0.522	0.829
SHAPEFACTOR_4	-0.011	-0.389	-0.472	0.413	-0.507	-0.011	0.728	-0.034	0.370	-0.507	0.583	0.522	-0.446	0.442	0.522	1.000	0.309
CLASS	0.669	0.609	0.691	0.638	0.812	0.663	0.343	0.668	0.485	0.836	0.841	0.831	0.609	0.681	0.829	0.309	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	AREA	PERIMETER	MAJOR_AXIS	MINOR_AXIS	ECCENTRICITY	EQDIASQ	SOLIDITY	CONVEX_AREA	EXTENT	ASPECT_RATIO	ROUNDNESS	COMPACTNESS	SHAPEFACTOR_1	SHAPEFACTOR_2	SHAPEFACTOR_3	SHAPEFACTOR_4	CLASS
0	7805	437.915	209.8215	48.0221	0.9735	99.6877	0.9775	7985	0.3547	4.3693	0.5114	0.4751	0.0269	0.0062	0.2257	0.9863	Basmati
1	7503	340.757	138.3361	69.8417	0.8632	97.7400	0.9660	7767	0.6637	1.9807	0.8120	0.7065	0.0184	0.0093	0.4992	0.9888	Arborio
2	5124	314.617	141.9803	46.5784	0.9447	80.7718	0.9721	5271	0.4760	3.0482	0.6505	0.5689	0.0277	0.0091	0.3236	0.9865	Jasmine
3	7990	437.085	201.4386	51.2245	0.9671	100.8622	0.9659	8272	0.6274	3.9325	0.5256	0.5007	0.0252	0.0064	0.2507	0.9859	Basmati
4	7433	342.893	140.3350	68.3927	0.8732	97.2830	0.9831	7561	0.6006	2.0519	0.7944	0.6932	0.0189	0.0092	0.4806	0.9860	Arborio
5	11648	445.527	178.4659	84.9327	0.8795	121.7813	0.9599	12135	0.5660	2.1013	0.7374	0.6824	0.0153	0.0073	0.4656	0.9784	Ipsala
6	7621	450.325	219.0981	45.2301	0.9785	98.5056	0.9718	7842	0.3398	4.8441	0.4722	0.4496	0.0287	0.0059	0.2021	0.9792	Basmati
7	8582	367.338	146.6128	75.5406	0.8570	104.5320	0.9740	8811	0.6423	1.9408	0.7992	0.7130	0.0171	0.0088	0.5083	0.9866	Arborio
8	5450	320.362	139.9963	50.6910	0.9321	83.3016	0.9626	5662	0.5502	2.7618	0.6673	0.5950	0.0257	0.0093	0.3541	0.9778	Jasmine
9	6781	307.023	116.2443	74.8093	0.7654	92.9184	0.9819	6906	0.7208	1.5539	0.9040	0.7993	0.0171	0.0110	0.6389	0.9928	Karacadag

	AREA	PERIMETER	MAJOR_AXIS	MINOR_AXIS	ECCENTRICITY	EQDIASQ	SOLIDITY	CONVEX_AREA	EXTENT	ASPECT_RATIO	ROUNDNESS	COMPACTNESS	SHAPEFACTOR_1	SHAPEFACTOR_2	SHAPEFACTOR_3	SHAPEFACTOR_4	CLASS
74985	5623	284.024	112.4959	64.2771	0.8207	84.6134	0.9766	5758	0.6775	1.7502	0.8759	0.7521	0.0200	0.0114	0.5657	0.9901	Karacadag
74988	5952	373.822	177.4412	43.0989	0.9701	87.0536	0.9773	6090	0.4239	4.1171	0.5352	0.4906	0.0298	0.0072	0.2407	0.9910	Basmati
74989	5820	281.088	103.5547	72.5051	0.7140	86.0828	0.9763	5961	0.7063	1.4282	0.9257	0.8313	0.0178	0.0125	0.6910	0.9869	Karacadag
74991	5110	315.532	140.9446	47.4166	0.9417	80.6614	0.9673	5283	0.5693	2.9725	0.6450	0.5723	0.0276	0.0093	0.3275	0.9735	Jasmine
74992	7076	417.090	198.1481	46.2353	0.9724	94.9181	0.9683	7308	0.4659	4.2856	0.5111	0.4790	0.0280	0.0065	0.2295	0.9834	Basmati
74993	7812	416.943	196.3553	51.5025	0.9650	99.7324	0.9829	7948	0.3902	3.8125	0.5647	0.5079	0.0251	0.0066	0.2580	0.9836	Basmati
74994	6230	289.151	108.7937	73.5588	0.7368	89.0634	0.9869	6313	0.7733	1.4790	0.9364	0.8186	0.0175	0.0118	0.6702	0.9912	Karacadag
74995	5551	285.911	114.1695	62.9079	0.8345	84.0699	0.9846	5638	0.6418	1.8149	0.8533	0.7364	0.0206	0.0113	0.5422	0.9841	Arborio
74996	7696	322.703	121.3900	81.1375	0.7438	98.9892	0.9868	7799	0.7309	1.4961	0.9287	0.8155	0.0158	0.0105	0.6650	0.9949	Karacadag
74997	7579	339.295	136.3125	71.2866	0.8524	98.2338	0.9805	7730	0.6399	1.9122	0.8273	0.7207	0.0180	0.0094	0.5193	0.9931	Arborio

Most frequently occurring

	AREA	PERIMETER	MAJOR_AXIS	MINOR_AXIS	ECCENTRICITY	EQDIASQ	SOLIDITY	CONVEX_AREA	EXTENT	ASPECT_RATIO	ROUNDNESS	COMPACTNESS	SHAPEFACTOR_1	SHAPEFACTOR_2	SHAPEFACTOR_3	SHAPEFACTOR_4	CLASS	# duplicates
0	8857	374.838	153.7941	74.6832	0.8742	106.1936	0.9737	9096	0.6634	2.0593	0.7922	0.6905	0.0174	0.0084	0.4768	0.9818	Ipsala	2
1	9089	389.317	165.5147	70.8331	0.9038	107.5754	0.9717	9354	0.7966	2.3367	0.7536	0.6499	0.0182	0.0078	0.4224	0.9871	Ipsala	2
2	9102	383.080	160.9045	73.1443	0.8907	107.6523	0.9806	9282	0.5736	2.1998	0.7794	0.6690	0.0177	0.0080	0.4476	0.9847	Ipsala	2
3	9181	381.423	158.4215	74.4112	0.8828	108.1185	0.9757	9410	0.6029	2.1290	0.7930	0.6825	0.0173	0.0081	0.4658	0.9916	Ipsala	2
4	9235	397.780	173.6750	67.9883	0.9202	108.4360	0.9766	9456	0.6140	2.5545	0.7334	0.6244	0.0188	0.0074	0.3898	0.9958	Ipsala	2
5	9462	409.356	173.1546	70.7400	0.9127	109.7606	0.9607	9849	0.7144	2.4478	0.7096	0.6339	0.0183	0.0075	0.4018	0.9835	Ipsala	2
6	9519	392.404	157.6028	78.9053	0.8656	110.0907	0.9651	9863	0.6312	1.9974	0.7768	0.6985	0.0166	0.0083	0.4879	0.9746	Ipsala	2
7	9714	401.359	166.8949	75.5708	0.8916	111.2126	0.9699	10015	0.7654	2.2085	0.7578	0.6664	0.0172	0.0078	0.4440	0.9806	Ipsala	2
8	9761	406.743	165.7834	76.8487	0.8861	111.4813	0.9609	10158	0.7086	2.1573	0.7414	0.6725	0.0170	0.0079	0.4522	0.9755	Ipsala	2
9	9800	408.173	171.6092	74.3900	0.9012	111.7038	0.9665	10140	0.7531	2.3069	0.7392	0.6509	0.0175	0.0076	0.4237	0.9774	Ipsala	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring